Semi-Supervised and Task-Driven Data Augmentation

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Semi-Supervised and Task-Driven Data Augmentation

11 February 2019

Christian F. Baumgartner

Anton S. Becker

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Papers citing "Semi-Supervised and Task-Driven Data Augmentation"

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Title
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 122 3 0 20 Dec 2023
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks Christopher Bowles Liang Chen Ricardo Guerrero P. Bentley R. Gunn A. Hammers D. A. Dickie M. V. Valdés Hernández Joanna M. Wardlaw Daniel Rueckert GAN MedIm 83 429 0 25 Oct 2018
Data Augmentation for Skin Lesion Analysis Fábio Perez C. N. Vasconcelos Sandra Avila Eduardo Valle MedIm 68 170 0 05 Sep 2018
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Hoo-Chang Shin Neil A. Tenenholtz Jameson K. Rogers C. Schwarz M. Senjem J. Gunter Katherine P. Andriole Mark H. Michalski MedIm 118 544 0 26 Jul 2018
Learning to Segment Medical Images with Scribble-Supervision Alone Y. Can K. Chaitanya Basil Mustafa Lisa M. Koch E. Konukoglu Christian F. Baumgartner 50 88 0 12 Jul 2018
Pathology Segmentation using Distributional Differences to Images of Healthy Origin Simon Andermatt Antal Huck-Horváth Simon Pezold Philippe C. Cattin MedIm 76 29 0 25 May 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 316 9,815 0 25 Oct 2017
Semantic Segmentation using Adversarial Networks Pauline Luc Camille Couprie Soumith Chintala Jakob Verbeek GAN SSeg 94 724 0 25 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,745 0 09 Mar 2015
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 148 2,198 0 10 Jun 2014
High-Performance Neural Networks for Visual Object Classification D. Ciresan U. Meier Jonathan Masci L. Gambardella Jürgen Schmidhuber BDL 3DH 99 316 0 01 Feb 2011